Projects per year
Personal profile
Research profile
Carlos Zednik addresses philosophical questions about the explanation of biological and artificial intelligence. For psychology and neuroscience, he aims to better understand the way in which mathematical models and computers simulations are used to discover and describe cognitive mechanisms, especially within distributed brain-body-environment systems. For artificial intelligence, he aims to develop norms and best-practice methods for explainable AI in the context of machine learning.
Academic background
Carlos Zednik received a Bachelor's degree in Computer Science and Philosophy from Cornell University, and a Masters degree in Philosophy of Mind from the University of Warwick. After receiving his PhD from Indiana University (Bloomington) on the philosophical foundations of cognitive science, he received fellowships from the DAAD and Alexander-von-Humboldt Foundation to conduct postdoctoral research at the University of Osnabrück. Before arriving in Eindhoven, he was an Assistant Professor at the Otto-von-Guericke University Magdeburg.
Fingerprint
- 1 Similar Profiles
Network
Projects
- 2 Active
-
popAI: A European Positive Sum Approach towards AI tools in support of Law Enforcement and safeguarding privacy and fundamental rights (ERC Horizon 2020)
Müller, V. C., Müller, V. C., Zednik, C. & Zednik, C.
1/10/21 → 30/09/23
Project: Research direct
-
Cognitive Models as Surrogate models for Explainable AI (EAISI Startup)
1/01/21 → 31/12/24
Project: 1st tier research
-
Scientific Exploration and Explainable Artificial Intelligence
Zednik, C. & Boelsen, H., 10 Mar 2022, In: Minds and Machines. 32, 1, p. 219-239 21 p.Research output: Contribution to journal › Article › Academic › peer-review
Open AccessFile2 Citations (Scopus)28 Downloads (Pure) -
Solving the Black Box Problem: A Normative Framework for Explainable Artificial Intelligence
Zednik, C., Jun 2021, In: Philosophy and Technology. 34, 2, p. 265-288 24 p.Research output: Contribution to journal › Article › Academic › peer-review
79 Citations (SciVal) -
Models and mechanisms in network neuroscience
Zednik, C., 2 Jan 2019, In: Philosophical Psychology. 32, 1, p. 23-51 29 p.Research output: Contribution to journal › Article › Academic › peer-review
11 Citations (Scopus) -
Computational Cognitive Neuroscience
Zednik, C., 2018, The Routledge Handbook of the Computational Mind. Routledge Taylor & Francis Group, p. 357-369Research output: Chapter in Book/Report/Conference proceeding › Chapter › Academic
-
Descending Marr's levels: Standard observers are no panacea
Zednik, C. & Jäkel, F., 2018, In: Behavioral and Brain Sciences. 41, e249.Research output: Contribution to journal › Article › Academic › peer-review